Weakly Supervised Learning

Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors ICLR 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel ICML 2025 Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network IJCAI 2025 Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025 Weakly-Supervised Contrastive Learning for Imprecise Class Labels ICML 2025 Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025 Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025 Weakly-Supervised Movie Trailer Generation Driven by Multi-Modal Semantic Consistency IJCAI 2025 Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025 Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025 Weakly Supervised Video Scene Graph Generation via Natural Language Supervision ICLR 2025 Weakly Supervised Visible-Infrared Person Re-Identification via Heterogeneous Expert Collaborative Consistency Learning ICCV 2025 WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation CVPR 2025 Weak to Strong Generalization for Large Language Models with Multi-capabilities ICLR 2025 Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision ACL 2025 Weak to Strong Learning from Aggregate Labels UAI 2025 Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025 Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025 WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025 WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025 WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images CVPR 2025 Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025 ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation WACV 2024 Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024